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mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
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pytorch-dp
Training PyTorch models with differential privacy
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ClassyVision
An end-to-end PyTorch framework for image and video classification
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fastMRI
A large-scale dataset of both raw MRI measurements and clinical MRI images
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hydra
Hydra is a framework for elegantly configuring complex applications
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habitat-sim
A flexible, high-performance 3D simulator for Embodied AI research.
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dlrm
An implementation of a deep learning recommendation model (DLRM)
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ParlAI
A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
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TransCoder
Public release of the TransCoder research project https://arxiv.org/pdf/2006.03511.pdf
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swav
PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882
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access
Code to reproduce the experiments from the paper.
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faiss
A library for efficient similarity search and clustering of dense vectors.
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detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
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fairscale
PyTorch extensions for high performance and large scale training.
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SlowFast
PySlowFast: video understanding codebase from FAIR for reproducing state-of-the-art video models.
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habitat-lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
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simmc
With the aim of building next generation virtual assistants that can handle multimodal inputs and perform multimodal actions, we introduce two new datasets (both in the virtual shopping domain), the annotation schema, the core technical tasks, and the baseline models. The code for the baselines and the datasets will be opensourced.
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DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
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pytext
A natural language modeling framework based on PyTorch
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wav2letter
Facebook AI Research's Automatic Speech Recognition Toolkit
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Mephisto
A suite of tools for managing crowdsourcing tasks from the inception through to data packaging for research use
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BLINK
Entity Linker solution
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pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
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pyrobot
PyRobot: An Open Source Robotics Research Platform
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MUSE
A library for Multilingual Unsupervised or Supervised word Embeddings
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dachshund
Dachshund is a graph mining library written in Rust. It provides high performance data structures for multiple kinds of graphs, from simple undirected graphs to typed hypergraphs. Dachshund also provides algorithms for common tasks for graph mining and analysis, ranging from shortest paths to graph spectral analysis.
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anli
Adversarial Natural Language Inference Benchmark
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pycls
Codebase for Image Classification Research, written in PyTorch.
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EGG
EGG: Emergence of lanGuage in Games
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detr
End-to-End Object Detection with Transformers
